{"id":"W2297768461","doi":"","title":"GreenLight 180W XPS photovaporization of the prostate: how I do it.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate; Urology; Lower urinary tract symptoms; Retrograde ejaculation; Transurethral resection of the prostate; Prostatectomy; Urethral stricture; Erectile dysfunction; Surgery; Internal medicine; Urethra; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837246,0.0005358538,0.0004090292,0.0009372029,0.0005018591,0.001437074,0.0009680668,0.001578366,0.009377026],"category_scores_gemma":[0.001596811,0.0003531787,0.0005150155,0.0005288424,0.001221238,0.00326367,0.001090893,0.003297604,0.008810672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759611,"about_ca_system_score_gemma":0.001067529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810321,"about_ca_topic_score_gemma":0.002866209,"domain_scores_codex":[0.999456,0.00008173175,0.00002205473,0.00009043481,0.0002917234,0.00005815819],"domain_scores_gemma":[0.9992257,0.0001253729,0.0000779838,0.0000574533,0.0002567434,0.0002567573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001105986,0.00009804631,0.001525988,0.001104787,0.00004267791,0.0003169214,0.0001689767,0.0001289903,0.01201122,0.003609083,0.1745387,0.8063441],"study_design_scores_gemma":[0.00003862825,0.0002837632,0.003031925,0.0006644664,0.00004800345,0.003959113,0.0003097558,0.0004017661,0.009422129,0.004885922,0.9768734,0.00008105533],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009854131,0.7768121,0.04964676,0.09287105,0.02096243,0.0003331019,0.0004204419,0.004274061,0.04482583],"genre_scores_gemma":[0.07511386,0.6293131,0.0830239,0.06002969,0.01084762,0.0005610176,0.001006249,0.001509396,0.1385953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009377026,"threshold_uncertainty_score":0.03136933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723835574931078,"score_gpt":0.2456237291585821,"score_spread":0.1783853734092713,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}